Overview

Dataset info

Number of variables38
Number of observations113
Missing cells78 (1.8%)
Duplicate rows0 (0.0%)
Total size in memory33.7 KiB
Average record size in memory305.1 B

Variables types

Numeric14
Categorical14
Boolean8
Date0
URL0
Text (Unique)0
Rejected2
Unsupported0

Warnings

busPriority has 4 (3.5%) missing values Missing
duration is highly correlated with distance (ρ = 0.9198078714) Rejected
evPriority has 14 (12.4%) missing values Missing
hasLicence has 2 (1.8%) missing values Missing
mapHelp has 18 (15.9%) missing values Missing
pedCycleFreq has 2 (1.8%) missing values Missing
rank_lgv is highly correlated with rank_hgv (ρ = 0.9454232014) Rejected
sharedPriority has 17 (15.0%) missing values Missing
tlGripe has 11 (9.7%) missing values Missing
tradePriority has 5 (4.4%) missing values Missing

Variables

age
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
25-39
70
40-59
24
60+
 
12
ValueCountFrequency (%) 
25-39 70 61.9%
 
40-59 24 21.2%
 
60+ 12 10.6%
 
18-24 7 6.2%
 
Max length5
Mean length4.787610619
Min length3
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

busPriority
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)3.5%
Missing (n)4
YES
86
NO
23
(Missing)
 
4
ValueCountFrequency (%) 
YES 86 76.1%
 
NO 23 20.4%
 
(Missing) 4 3.5%
 

deliveryMode
Categorical

Distinct count7
Unique (%)6.2%
Missing (%)0.0%
Missing (n)0
APP
39
BUILTIN
36
THIRDPARTY
22
Other values (4)
16
ValueCountFrequency (%) 
APP 39 34.5%
 
BUILTIN 36 31.9%
 
THIRDPARTY 22 19.5%
 
NOSHARE 13 11.5%
 
OTHER: sensors at the roadside? 1 0.9%
 
OTHER: Computer vision system at traffic lights 1 0.9%
 
OTHER: System built in but has full security / privacy controls from either a connected smartphone or other interface. 1 0.9%
 
Max length118
Mean length7.752212389
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

distance
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.89380531
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.378164099
Coef of variation0.3539375981
Kurtosis-0.5394753415
Mean3.89380531
MAD1.155454617
Skewness-0.930938938
Sum440
Variance1.899336283
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 57 50.4%
 
4 21 18.6%
 
2 14 12.4%
 
3 11 9.7%
 
1 10 8.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10 8.8%
 
2 14 12.4%
 
3 11 9.7%
 
4 21 18.6%
 
5 57 50.4%
 

Maximum 5 values

ValueCountFrequency (%) 
5 57 50.4%
 
4 21 18.6%
 
3 11 9.7%
 
2 14 12.4%
 
1 10 8.8%
 

duration
Highly correlated

This variable is highly correlated with distance and should be ignored for analysis

Correlation0.9198078714

education
Categorical

Distinct count6
Unique (%)5.3%
Missing (%)0.0%
Missing (n)0
MASTERS
47
DOCTORATE
29
BACHELORS
27
Other values (3)
10
ValueCountFrequency (%) 
MASTERS 47 41.6%
 
DOCTORATE 29 25.7%
 
BACHELORS 27 23.9%
 
DIPLOMA 6 5.3%
 
HIGHSCHOOL 3 2.7%
 
OTHER 1 0.9%
 
Max length10
Mean length8.053097345
Min length5
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

emergencyPriority
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)0.9%
Missing (n)1
YES
109
NO
 
3
(Missing)
 
1
ValueCountFrequency (%) 
YES 109 96.5%
 
NO 3 2.7%
 
(Missing) 1 0.9%
 

emissionClass
Numeric

Distinct count6
Unique (%)5.3%
Missing (%)0.9%
Missing (n)1
Infinite (%)0.0%
Infinite (n)0
Mean3.9375
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.383827113
Coef of variation0.3514481556
Kurtosis-0.3671804583
Mean3.9375
MAD1.157366071
Skewness-1.007684782
Sum441
Variance1.914977477
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%) 
5 60 53.1%
 
4 17 15.0%
 
3 14 12.4%
 
1 11 9.7%
 
2 10 8.8%
 
(Missing) 1 0.9%
 

Minimum 5 values

ValueCountFrequency (%) 
1 11 9.7%
 
2 10 8.8%
 
3 14 12.4%
 
4 17 15.0%
 
5 60 53.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 60 53.1%
 
4 17 15.0%
 
3 14 12.4%
 
2 10 8.8%
 
1 11 9.7%
 

evPriority
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)12.4%
Missing (n)14
NO
60
YES
39
(Missing)
14
ValueCountFrequency (%) 
NO 60 53.1%
 
YES 39 34.5%
 
(Missing) 14 12.4%
 

gender
Categorical

Distinct count2
Unique (%)1.8%
Missing (%)0.0%
Missing (n)0
Male
77
Female
36
ValueCountFrequency (%) 
Male 77 68.1%
 
Female 36 31.9%
 
Max length6
Mean length4.637168142
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

hasCarAccess
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)0.9%
Missing (n)1
YES
78
NO
34
(Missing)
 
1
ValueCountFrequency (%) 
YES 78 69.0%
 
NO 34 30.1%
 
(Missing) 1 0.9%
 

hasLicence
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)1.8%
Missing (n)2
YES
94
NO
 
17
(Missing)
 
2
ValueCountFrequency (%) 
YES 94 83.2%
 
NO 17 15.0%
 
(Missing) 2 1.8%
 

mapHelp
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)15.9%
Missing (n)18
YES
87
NO
 
8
(Missing)
18
ValueCountFrequency (%) 
YES 87 77.0%
 
NO 8 7.1%
 
(Missing) 18 15.9%
 

mapUsage
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
WEEKLY_MULTI
47
WEEKLY_ONCE
28
RARELY
19
ValueCountFrequency (%) 
WEEKLY_MULTI 47 41.6%
 
WEEKLY_ONCE 28 24.8%
 
RARELY 19 16.8%
 
MONTHLY 19 16.8%
 
Max length12
Mean length9.902654867
Min length6
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

passengers
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.14159292
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median3
Q35
95-th percentile5
Maximum5
Range4
Interquartile range3

Descriptive statistics

Standard deviation1.551883974
Coef of variation0.4939799692
Kurtosis-1.512955634
Mean3.14159292
MAD1.379121309
Skewness-0.08000787724
Sum355
Variance2.408343869
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 35 31.0%
 
1 24 21.2%
 
2 21 18.6%
 
3 18 15.9%
 
4 15 13.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 24 21.2%
 
2 21 18.6%
 
3 18 15.9%
 
4 15 13.3%
 
5 35 31.0%
 

Maximum 5 values

ValueCountFrequency (%) 
5 35 31.0%
 
4 15 13.3%
 
3 18 15.9%
 
2 21 18.6%
 
1 24 21.2%
 

pedCycleFreq
Categorical

Distinct count5
Unique (%)4.4%
Missing (%)1.8%
Missing (n)2
WEEKLY_MULTI
56
RARELY
39
WEEKLY_ONCE
 
9
ValueCountFrequency (%) 
WEEKLY_MULTI 56 49.6%
 
RARELY 39 34.5%
 
WEEKLY_ONCE 9 8.0%
 
MONTHLY 7 6.2%
 
(Missing) 2 1.8%
 
Max length12
Mean length9.380530973
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

PID
Numeric

Distinct count113
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3492005.991
Minimum3487170
Maximum3563572
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3487170
5-th percentile3487473.8
Q13488074
Median3489890
Q33491827
95-th percentile3503334.4
Maximum3563572
Range76402
Interquartile range3753

Descriptive statistics

Standard deviation9871.946191
Coef of variation0.002827012959
Kurtosis30.8837691
Mean3492005.991
MAD4607.738429
Skewness5.156015518
Sum394596677
Variance97455321.6
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[3487170. 3487465.5 3487607. 3489889. 3490068. 3493829.5 3499497. 3563572. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3488506 1 0.9%
 
3489935 1 0.9%
 
3493201 1 0.9%
 
3487571 1 0.9%
 
3488597 1 0.9%
 
3490134 1 0.9%
 
3492439 1 0.9%
 
3488090 1 0.9%
 
3487839 1 0.9%
 
3489888 1 0.9%
 
Other values (103) 103 91.2%
 

Minimum 5 values

ValueCountFrequency (%) 
3487170 1 0.9%
 
3487186 1 0.9%
 
3487387 1 0.9%
 
3487463 1 0.9%
 
3487468 1 0.9%
 

Maximum 5 values

ValueCountFrequency (%) 
3563572 1 0.9%
 
3542894 1 0.9%
 
3522462 1 0.9%
 
3514724 1 0.9%
 
3509314 1 0.9%
 

position
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.610619469
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range3

Descriptive statistics

Standard deviation1.490647201
Coef of variation0.4128508179
Kurtosis-1.064759166
Mean3.610619469
MAD1.30346934
Skewness-0.6548074005
Sum408
Variance2.222029077
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 46 40.7%
 
4 25 22.1%
 
1 17 15.0%
 
2 14 12.4%
 
3 11 9.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 17 15.0%
 
2 14 12.4%
 
3 11 9.7%
 
4 25 22.1%
 
5 46 40.7%
 

Maximum 5 values

ValueCountFrequency (%) 
5 46 40.7%
 
4 25 22.1%
 
3 11 9.7%
 
2 14 12.4%
 
1 17 15.0%
 

rank_bus
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
-1
56
1
30
2
25
ValueCountFrequency (%) 
-1 56 49.6%
 
1 30 26.5%
 
2 25 22.1%
 
3 2 1.8%
 
Max length2
Mean length1.495575221
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

rank_car
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
1
63
-1
29
2
18
ValueCountFrequency (%) 
1 63 55.8%
 
-1 29 25.7%
 
2 18 15.9%
 
3 3 2.7%
 
Max length2
Mean length1.256637168
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

rank_ev
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
-1
99
3
 
5
1
 
5
ValueCountFrequency (%) 
-1 99 87.6%
 
3 5 4.4%
 
1 5 4.4%
 
2 4 3.5%
 
Max length2
Mean length1.876106195
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

rank_hgv
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
-1
110
7
 
1
6
 
1
ValueCountFrequency (%) 
-1 110 97.3%
 
7 1 0.9%
 
6 1 0.9%
 
5 1 0.9%
 
Max length2
Mean length1.973451327
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

rank_lgv
Highly correlated

This variable is highly correlated with rank_hgv and should be ignored for analysis

Correlation0.9454232014

rank_motorbike
Numeric

Distinct count6
Unique (%)5.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.7787610619
Minimum-1
Maximum6
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1
5-th percentile-1
Q1-1
Median-1
Q3-1
95-th percentile-0.2
Maximum6
Range7
Interquartile range0

Descriptive statistics

Standard deviation1.041414845
Coef of variation-1.337271335
Kurtosis27.57569204
Mean-0.7787610619
MAD0.4189834756
Skewness5.191948996
Sum-88
Variance1.08454488
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[-1. 0. 6.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1 107 94.7%
 
1 2 1.8%
 
6 1 0.9%
 
5 1 0.9%
 
4 1 0.9%
 
2 1 0.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-1 107 94.7%
 
1 2 1.8%
 
2 1 0.9%
 
4 1 0.9%
 
5 1 0.9%
 

Maximum 5 values

ValueCountFrequency (%) 
6 1 0.9%
 
5 1 0.9%
 
4 1 0.9%
 
2 1 0.9%
 
1 2 1.8%
 

rank_none
Categorical

Distinct count2
Unique (%)1.8%
Missing (%)0.0%
Missing (n)0
-1
106
1
 
7
ValueCountFrequency (%) 
-1 106 93.8%
 
1 7 6.2%
 
Max length2
Mean length1.938053097
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

rideShareUsage
Categorical

Distinct count5
Unique (%)4.4%
Missing (%)0.9%
Missing (n)1
WEEKLY_MULTI
44
RARELY
35
MONTHLY
17
ValueCountFrequency (%) 
WEEKLY_MULTI 44 38.9%
 
RARELY 35 31.0%
 
MONTHLY 17 15.0%
 
WEEKLY_ONCE 16 14.2%
 
(Missing) 1 0.9%
 
Max length12
Mean length9.168141593
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

sharedPriority
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)15.0%
Missing (n)17
NO
66
YES
30
(Missing)
17
ValueCountFrequency (%) 
NO 66 58.4%
 
YES 30 26.5%
 
(Missing) 17 15.0%
 

signals
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.814159292
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.306225974
Coef of variation0.3424675988
Kurtosis-0.6042327585
Mean3.814159292
MAD1.096248727
Skewness-0.7982669857
Sum431
Variance1.706226296
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 48 42.5%
 
4 27 23.9%
 
3 15 13.3%
 
2 15 13.3%
 
1 8 7.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 8 7.1%
 
2 15 13.3%
 
3 15 13.3%
 
4 27 23.9%
 
5 48 42.5%
 

Maximum 5 values

ValueCountFrequency (%) 
5 48 42.5%
 
4 27 23.9%
 
3 15 13.3%
 
2 15 13.3%
 
1 8 7.1%
 

socialMediaAcceptance
Numeric

Distinct count9
Unique (%)8.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.053097345
Minimum1
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median5
Q37
95-th percentile8.4
Maximum9
Range8
Interquartile range4

Descriptive statistics

Standard deviation2.434281604
Coef of variation0.4817404926
Kurtosis-1.230443989
Mean5.053097345
MAD2.125303469
Skewness-0.1346799138
Sum571
Variance5.925726928
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=9)
Histogram
Histogram with variable size bins (bins=[1. 9.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7 18 15.9%
 
3 17 15.0%
 
8 16 14.2%
 
6 15 13.3%
 
2 11 9.7%
 
5 10 8.8%
 
4 10 8.8%
 
1 10 8.8%
 
9 6 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10 8.8%
 
2 11 9.7%
 
3 17 15.0%
 
4 10 8.8%
 
5 10 8.8%
 

Maximum 5 values

ValueCountFrequency (%) 
9 6 5.3%
 
8 16 14.2%
 
7 18 15.9%
 
6 15 13.3%
 
5 10 8.8%
 

socialMediaUsage
Categorical

Distinct count5
Unique (%)4.4%
Missing (%)0.9%
Missing (n)1
DAILY
70
WEEKLY_MULTI
20
MONTHLY
19
ValueCountFrequency (%) 
DAILY 70 61.9%
 
WEEKLY_MULTI 20 17.7%
 
MONTHLY 19 16.8%
 
WEEKLY_ONCE 3 2.7%
 
(Missing) 1 0.9%
 
Max length12
Mean length6.716814159
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

speed
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.610619469
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.345850954
Coef of variation0.3727479359
Kurtosis-0.8030355031
Mean3.610619469
MAD1.152008771
Skewness-0.6202580122
Sum408
Variance1.811314791
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 39 34.5%
 
4 28 24.8%
 
3 21 18.6%
 
2 13 11.5%
 
1 12 10.6%
 

Minimum 5 values

ValueCountFrequency (%) 
1 12 10.6%
 
2 13 11.5%
 
3 21 18.6%
 
4 28 24.8%
 
5 39 34.5%
 

Maximum 5 values

ValueCountFrequency (%) 
5 39 34.5%
 
4 28 24.8%
 
3 21 18.6%
 
2 13 11.5%
 
1 12 10.6%
 

speedFactor
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.601769912
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median2
Q34
95-th percentile5
Maximum5
Range4
Interquartile range3

Descriptive statistics

Standard deviation1.473212131
Coef of variation0.5662345945
Kurtosis-1.185805286
Mean2.601769912
MAD1.28686663
Skewness0.4450107987
Sum294
Variance2.170353982
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 36 31.9%
 
2 25 22.1%
 
5 20 17.7%
 
3 20 17.7%
 
4 12 10.6%
 

Minimum 5 values

ValueCountFrequency (%) 
1 36 31.9%
 
2 25 22.1%
 
3 20 17.7%
 
4 12 10.6%
 
5 20 17.7%
 

Maximum 5 values

ValueCountFrequency (%) 
5 20 17.7%
 
4 12 10.6%
 
3 20 17.7%
 
2 25 22.1%
 
1 36 31.9%
 

stopTime
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.92920354
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.347728341
Coef of variation0.3430029337
Kurtosis-0.3327542617
Mean3.92920354
MAD1.123032344
Skewness-0.9830392442
Sum444
Variance1.816371681
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 58 51.3%
 
4 19 16.8%
 
3 16 14.2%
 
2 10 8.8%
 
1 10 8.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10 8.8%
 
2 10 8.8%
 
3 16 14.2%
 
4 19 16.8%
 
5 58 51.3%
 

Maximum 5 values

ValueCountFrequency (%) 
5 58 51.3%
 
4 19 16.8%
 
3 16 14.2%
 
2 10 8.8%
 
1 10 8.8%
 

tlGripe
Categorical

Distinct count4
Unique (%)3.5%
Missing (%)9.7%
Missing (n)11
STARTSTOP
45
WAITING
42
SUDDENRED
15
(Missing)
11
ValueCountFrequency (%) 
STARTSTOP 45 39.8%
 
WAITING 42 37.2%
 
SUDDENRED 15 13.3%
 
(Missing) 11 9.7%
 
Max length9
Mean length7.672566372
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

totalStops
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.911504425
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q13
Median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range2

Descriptive statistics

Standard deviation1.313103753
Coef of variation0.3357029957
Kurtosis-0.04866897874
Mean3.911504425
MAD1.06022398
Skewness-1.038380439
Sum442
Variance1.724241466
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 53 46.9%
 
4 25 22.1%
 
3 18 15.9%
 
1 11 9.7%
 
2 6 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 11 9.7%
 
2 6 5.3%
 
3 18 15.9%
 
4 25 22.1%
 
5 53 46.9%
 

Maximum 5 values

ValueCountFrequency (%) 
5 53 46.9%
 
4 25 22.1%
 
3 18 15.9%
 
2 6 5.3%
 
1 11 9.7%
 

tradePriority
Boolean

Distinct count3
Unique (%)2.7%
Missing (%)4.4%
Missing (n)5
NO
97
YES
 
11
(Missing)
 
5
ValueCountFrequency (%) 
NO 97 85.8%
 
YES 11 9.7%
 
(Missing) 5 4.4%
 

UTMAcceptance
Numeric

Distinct count11
Unique (%)9.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.663716814
Minimum-1
Maximum10
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-1
5-th percentile1
Q15
Median7
Q38
95-th percentile10
Maximum10
Range11
Interquartile range3

Descriptive statistics

Standard deviation2.740602839
Coef of variation0.4112724047
Kurtosis0.424969059
Mean6.663716814
MAD2.157099225
Skewness-0.9621964395
Sum753
Variance7.510903919
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[-1. 4.5 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8 25 22.1%
 
7 18 15.9%
 
10 17 15.0%
 
5 13 11.5%
 
9 11 9.7%
 
6 10 8.8%
 
3 5 4.4%
 
1 5 4.4%
 
2 4 3.5%
 
-1 3 2.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-1 3 2.7%
 
1 5 4.4%
 
2 4 3.5%
 
3 5 4.4%
 
4 2 1.8%
 

Maximum 5 values

ValueCountFrequency (%) 
10 17 15.0%
 
9 11 9.7%
 
8 25 22.1%
 
7 18 15.9%
 
6 10 8.8%
 

vehicleType
Numeric

Distinct count5
Unique (%)4.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.088495575
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
Median5
Q35
95-th percentile5
Maximum5
Range4
Interquartile range1

Descriptive statistics

Standard deviation1.299433408
Coef of variation0.3178267858
Kurtosis0.5029414064
Mean4.088495575
MAD1.032500587
Skewness-1.310252868
Sum462
Variance1.688527181
Memory size1.0 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[1. 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 64 56.6%
 
4 21 18.6%
 
3 12 10.6%
 
1 10 8.8%
 
2 6 5.3%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10 8.8%
 
2 6 5.3%
 
3 12 10.6%
 
4 21 18.6%
 
5 64 56.6%
 

Maximum 5 values

ValueCountFrequency (%) 
5 64 56.6%
 
4 21 18.6%
 
3 12 10.6%
 
2 6 5.3%
 
1 10 8.8%
 

Correlations

Missing values

Sample

First rows

agebusPrioritydeliveryModedistancedurationeducationemergencyPriorityemissionClassevPrioritygenderhasCarAccesshasLicencemapHelpmapUsagepassengerspedCycleFreqPIDpositionrank_busrank_carrank_evrank_hgvrank_lgvrank_motorbikerank_nonerideShareUsagesharedPrioritysignalssocialMediaAcceptancesocialMediaUsagespeedspeedFactorstopTimetlGripetotalStopstradePriorityUTMAcceptancevehicleType
025-39YESBUILTIN44MASTERSYES5.0YESMaleYESYESYESWEEKLY_MULTI4WEEKLY_ONCE34871705-11-1-1-1-1-1WEEKLY_ONCEYES57DAILY525STARTSTOP5YES105
125-39NOTHIRDPARTY33BACHELORSYES4.0NOFemaleYESYESYESMONTHLY3RARELY34871864-11-1-1-1-1-1MONTHLYNO46DAILY332STARTSTOP4NO74
225-39YESBUILTIN55MASTERSYES5.0YESMaleNOYESYESWEEKLY_MULTI4RARELY34874925123546-1WEEKLY_MULTIYES57DAILY325WAITING5NO85
325-39NaNBUILTIN55MASTERSYES5.0YESMaleYESYESYESRARELY5WEEKLY_MULTI34875065-11-1-1-1-1-1RARELYYES59DAILY435SUDDENRED5NO95
418-24YESAPP44BACHELORSYES2.0NOMaleYESYESYESWEEKLY_MULTI2WEEKLY_MULTI3487516421-1-1-1-1-1RARELYNO22DAILY423STARTSTOP3NO52
525-39NOBUILTIN55MASTERSYES5.0NOMaleNOYESYESMONTHLY4WEEKLY_MULTI3487517521-1-1-1-1-1RARELYNO58DAILY545WAITING5NO95
625-39YESTHIRDPARTY55MASTERSYES5.0NOMaleYESYESYESWEEKLY_MULTI5WEEKLY_MULTI34875924-11-1-1-1-1-1MONTHLYNO55DAILY225STARTSTOP5NO85
725-39YESTHIRDPARTY55MASTERSYES5.0NOMaleNONONaNRARELY4WEEKLY_MULTI3487839221-1-1-1-1-1RARELYNO55DAILY424WAITING5NO75
825-39NOTHIRDPARTY55DOCTORATEYES5.0NOMaleYESYESYESWEEKLY_MULTI5WEEKLY_MULTI34879592-11-1-1-1-1-1RARELYNO53DAILY115WAITING5NO35
960+YESTHIRDPARTY54DIPLOMAYES5.0NOMaleYESYESNaNRARELY5WEEKLY_MULTI34880745132-1-1-1-1WEEKLY_ONCEYES54WEEKLY_MULTI435STARTSTOP5NO85

Last rows

agebusPrioritydeliveryModedistancedurationeducationemergencyPriorityemissionClassevPrioritygenderhasCarAccesshasLicencemapHelpmapUsagepassengerspedCycleFreqPIDpositionrank_busrank_carrank_evrank_hgvrank_lgvrank_motorbikerank_nonerideShareUsagesharedPrioritysignalssocialMediaAcceptancesocialMediaUsagespeedspeedFactorstopTimetlGripetotalStopstradePriorityUTMAcceptancevehicleType
10340-59YESAPP55DIPLOMAYES5.0NOFemaleYESYESYESMONTHLY5RARELY34987185-11-1-1-1-1-1RARELYNO51DAILY115STARTSTOP5NO85
10460+YESBUILTIN55BACHELORSYES5.0YESMaleNaNNaNYESWEEKLY_ONCE5RARELY350792251-1-1-1-1-1-1WEEKLY_ONCEYES45DAILY435NaN5YES105
10560+YESBUILTIN54MASTERSYES5.0YESMaleYESYESYESWEEKLY_ONCE1WEEKLY_MULTI35093145-11-1-1-1-1-1WEEKLY_MULTINO55MONTHLY515WAITING4NO55
10625-39NOBUILTIN55MASTERSYES5.0YESMaleYESYESNaNRARELY5WEEKLY_ONCE35428945-1-1-1-1-1-1-1WEEKLY_ONCEYES56DAILY555WAITING5NO75
10740-59YESBUILTIN55HIGHSCHOOLYES5.0NOFemaleYESYESNaNMONTHLY5RARELY34983775-11-1-1-1-1-1WEEKLY_MULTINO57WEEKLY_MULTI535WAITING5NO105
10825-39YESTHIRDPARTY33MASTERSYES5.0NaNMaleNOYESNaNWEEKLY_ONCE2WEEKLY_MULTI349842521-1-1-1-1-1-1WEEKLY_MULTINaN25WEEKLY_MULTI555STARTSTOP5YES85
10925-39NONOSHARE11MASTERSNO1.0NOFemaleNONOYESWEEKLY_MULTI1WEEKLY_MULTI35002761213-1-1-1-1WEEKLY_MULTINO11WEEKLY_ONCE111WAITING1NO61
11040-59YESNOSHARE22DIPLOMAYES2.0NOFemaleYESYESYESWEEKLY_ONCE2WEEKLY_MULTI3514724321-1-1-1-1-1WEEKLY_MULTINO34WEEKLY_MULTI322STARTSTOP2NO53
11125-39YESNOSHARE11MASTERSYES5.0NaNMaleNONaNNOWEEKLY_MULTI1WEEKLY_MULTI352246211-1-1-1-1-1-1WEEKLY_MULTINaN31DAILY311STARTSTOP3NO15
11260+NaNTHIRDPARTY55OTHERYES3.0NaNMaleYESYESNaNRARELY5RARELY35635724-11-1-1-1-1-1WEEKLY_MULTINO33MONTHLY225WAITING5NO64